Microsoft-native vs Hybrid vs Private AI for Professional Services
Choosing the right deployment model depends on your data sensitivity, regulatory obligations, and workflows. Most firms do not need to choose one model for everything.
Three deployment models compared
How to choose
The workflow audit determines which model fits each workflow. Most firms use Microsoft-native for everyday tasks and consider hybrid or private for sensitive workflows.
You do not need to choose one model for everything. A firm might use Copilot for email drafting, Claude for contract analysis, and private deployment for highly regulated document handling.
The audit provides a clear recommendation for each workflow, with cost and risk comparisons so your firm can decide with full context.
Common questions
No. Many firms use different models for different workflows. The audit helps you decide which model fits each use case.
Yes. Most firms start Microsoft-native and add hybrid or private where needed.
All three are governed. The difference is where data sits and who controls the infrastructure. Private gives you the most direct control over that infrastructure. Microsoft-native relies on Microsoft enterprise security. Hybrid combines both with governed connections.
Microsoft-native is lowest cost. Hybrid is moderate. Private has higher setup costs but can have lower ongoing costs once running. The audit provides specific cost guidance for your firm.
Which deployment model fits your workflows?
A 30-minute workflow review assesses your data sensitivity, regulatory requirements, and infrastructure. You will know which approach is right before committing.